Zhihuo · Self-training Edge Appliance

Positioning

A deployable self-training hardware–software solution for industries using computer vision. After deployment, models improve continuously through simple click-based feedback—no manual labeling or training required—reducing maintenance cost while accuracy keeps improving.

Key Capabilities

• Data loop: hard-example mining, active learning, and versioned dataset management.
• Models & deployment: self-training, self-updating, and automatic iteration.